{"id":"W4383872062","doi":"10.1097/qco.0000000000000938","title":"Editorial introductions","year":2023,"lang":"en","type":"article","venue":"Current Opinion in Infectious Diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Infectious disease (medical specialty); Transplantation; Bone marrow transplantation; Family medicine; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001037797,0.0001095339,0.0001721148,0.0004560844,0.0000778324,0.00003150151,0.00005354471,0.00004915872,0.0003891757],"category_scores_gemma":[0.001200983,0.0001018652,0.0001008953,0.0009343515,0.00005747586,0.0001118162,0.00006217819,0.0002189685,0.000962682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001062545,"about_ca_system_score_gemma":0.0001861067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004395992,"about_ca_topic_score_gemma":0.000003136704,"domain_scores_codex":[0.9988359,0.00005388907,0.0001913678,0.0002597192,0.0003429328,0.0003162466],"domain_scores_gemma":[0.9992057,0.0001480963,0.00002986247,0.0002290726,0.0001160055,0.0002712373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004468333,0.0003146744,0.3556374,0.0001897765,0.000009238377,3.913224e-7,0.00001791921,0.00001007088,0.00002768349,0.0001655353,0.639213,0.004369675],"study_design_scores_gemma":[0.001187642,0.0001475036,0.4469321,0.000170696,0.00001466748,0.000004305409,0.00001693862,0.00004171457,0.000006603871,0.000591083,0.5507917,0.00009498172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1760186,0.002391642,0.00002309896,0.001227097,0.8178079,0.0007630056,0.0001594968,0.0008530903,0.0007560721],"genre_scores_gemma":[0.437544,0.01318916,0.000003954891,0.00002788496,0.5474291,0.0006877498,0.0009907451,0.00003610928,0.00009120294],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2703787,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788106201652239,"score_gpt":0.3751941044892769,"score_spread":0.3373130424727545,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}